Index

_

__init__() (Difference method) (Perf method) (StatisticSamples method)

A

accuracy_score() (in module CompStats.metrics) all_differences() (in module CompStats.performance)

all_differences_multiple() (in module CompStats.performance) average_precision_score() (in module CompStats.metrics)

B

balanced_accuracy_score() (in module CompStats.metrics)

best (Perf property) brier_score_loss() (in module CompStats.metrics)

C

calls (StatisticSamples property) CI() (in module CompStats.measurements) CompStats.bootstrap module CompStats.interface module

CompStats.measurements module CompStats.metrics module CompStats.performance module

D

d2_absolute_error_score() (in module CompStats.metrics) d2_log_loss_score() (in module CompStats.metrics) dataframe() (Difference method) (Perf method)

Difference (class in CompStats.interface) difference() (in module CompStats.performance) (Perf method) difference_multiple() (in module CompStats.performance) difference_p_value() (in module CompStats.measurements)

E

error_func (Perf property)

explained_variance_score() (in module CompStats.metrics)

F

f1_score() (in module CompStats.metrics)

G

get_params() (Perf method) (StatisticSamples method)

I

info (StatisticSamples property)

J

jaccard_score() (in module CompStats.metrics)

K

keys() (StatisticSamples method)

L

log_loss() (in module CompStats.metrics)

M

max_error() (in module CompStats.metrics) mean_absolute_error() (in module CompStats.metrics) mean_absolute_percentage_error() (in module CompStats.metrics) mean_gamma_deviance() (in module CompStats.metrics) mean_poisson_deviance() (in module CompStats.metrics) mean_squared_error() (in module CompStats.metrics) mean_squared_log_error() (in module CompStats.metrics)

median_absolute_error() (in module CompStats.metrics) melt() (StatisticSamples method) module CompStats.bootstrap CompStats.interface CompStats.measurements CompStats.metrics CompStats.performance

N

n_jobs (Perf property) (StatisticSamples property)

num_samples (Perf property) (StatisticSamples property)

P

p_value() (Difference method) Perf (class in CompStats.interface) performance() (in module CompStats.performance) performance_multiple_metrics() (in module CompStats.performance) plot() (Difference method) (Perf method) plot_difference() (in module CompStats.performance)

plot_difference2() (in module CompStats.performance) plot_difference_multiple() (in module CompStats.performance) plot_performance() (in module CompStats.performance) plot_performance2() (in module CompStats.performance) plot_performance_multiple() (in module CompStats.performance) plot_scatter_matrix() (in module CompStats.performance) precision_score() (in module CompStats.metrics) predictions (Perf property)

R

r2_score() (in module CompStats.metrics) recall_score() (in module CompStats.metrics)

roc_auc_score() (in module CompStats.metrics) root_mean_squared_error() (in module CompStats.metrics) root_mean_squared_log_error() (in module CompStats.metrics)

S

samples() (StatisticSamples method) score_func (Perf property) se (Perf property) SE() (in module CompStats.measurements) sorting_func (Difference property) (Perf property)

statistic (Perf property) (StatisticSamples property) statistic_func (Perf property) statistic_samples (Perf property) (StatisticSamples property) StatisticSamples (class in CompStats.bootstrap)

T

top_k_accuracy_score() (in module CompStats.metrics)

Y

y_true (Perf property)